Is it OK to "steal" pictures for school reports, etc?

My first grader is doing a report on eagles. We were thinking of printing a few pictures from some websites to use in the project. But then I got thinking, is this photo theft or a copyright violation? Isn't there some provision made for educational use?

Or I guess another question might be, would you be angry if you found out someone used a picture you had taken for a school project?